Fixing Claude Code's amnesia with persistent memory
Scatter-gather retrieval with prompt caching beats naive vector search for Claude Code memory.
AI automation offer validation kit for people paying for tools but still seeing deposits
Sixty-line hook stops Claude Code from editing .env files and breaking working code.
Developers using Claude Code, Cursor, or GitHub Copilot.
Pre-commit · Husky · Cursor Rules
Scatter-gather retrieval with prompt caching beats naive vector search for Claude Code memory.
Hard-blocks AI agents from re-applying failed fixes across session restarts.
Stop hook enforcement beats trusting agents to self-verify their work.
Splits compound bash commands so rm -rf slips through git status allow patterns no more.
Contextual rules beat allow/deny lists—rm -rf __pycache__ is fine, rm ~/.bashrc is nah.
Markdown based idea queue with Stop hooks for Claude Code sessions.